The emergence of glucagon-like peptide-1 receptor agonists (GLP-1RAs) and dual incretin-based therapies has fundamentally transformed obesity pharmacotherapy, enabling magnitudes of non-surgical weight loss that were previously unattainable. Yet, the clinical success of these treatments cannot be measured in kilograms alone. Total body weight is a composite, tissue-nonspecific endpoint that fails to distinguish between adipose reduction and losses in skeletal muscle mass, strength, and physical function-compartments of direct relevance to metabolic health, functional independence, and long-term resilience. This narrative review builds on and extends existing conceptualizations of weight loss quality by proposing a clinically oriented, multidimensional framework of high-quality weight loss. Within this framework, preferential adiposity reduction is achieved while preserving skeletal muscle mass, neuromuscular function, dietary adequacy, and cardiometabolic health. We examine the physiological and clinical consequences of lean tissue loss during pharmacological energy restriction, with specific attention to phenotypes at greatest risk (i.e., older adults, individuals with sarcopenic obesity, and those with type 2 diabetes). We then evaluate the evidence supporting precision protein nutrition, dietary fiber adequacy, and gastrointestinal tolerability management as nutritional countermeasures, followed by a mechanistic and clinical analysis of resistance training as the primary exercise strategy for preserving lean mass and function. Finally, we discuss body composition monitoring, integrated multidisciplinary care, and unresolved research gaps. The future of obesity treatment lies not in greater weight loss per se, but in achieving better weight loss-defined as metabolically favorable, functionally responsible, and clinically sustainable. Bone health is treated as a further dimension of high-quality weight loss, since pharmacologically driven energy restriction can adversely affect areal bone mineral density and microarchitecture, and adequate protein intake combined with mechanical loading is required to preserve skeletal integrity alongside lean mass.
